codebase-surveySurvey an existing codebase to understand its structure, scope, architecture, and current state. Trigger on 'deep dive', 'explore this codebase', 'survey the...
Install via ClawdBot CLI:
clawdbot install adelvillar1/codebase-surveyGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Jul 31, 2026
A developer joins a team and needs to understand the codebase structure, architecture, and key components. This skill provides a systematic survey that synthesizes the project's organization, data flow, and complexity areas, accelerating the onboarding process.
Before estimating or planning a new feature, a developer needs to understand the existing schema, API surface, and dependency graph. This skill performs a targeted deep dive or full survey to gather the necessary context, ensuring accurate planning and reducing risks.
An engineering manager wants an assessment of a legacy or long-neglected codebase to identify complexity hotspots, outdated patterns, and areas that need refactoring. The skill produces a structured report that highlights architecture issues and dormant paths.
When projects are handed off to a new team or individual, creating a comprehensive summary of the codebase's current state is crucial. This skill generates a detailed report that captures architecture, data models, and workflows, serving as documentation for future reference.
During mergers and acquisitions, due diligence requires understanding the target company's software assets. This skill provides a deep dive into the codebase to assess its structure, dependencies, and maintainability, informing investment decisions.
Integrate the codebase survey capability into an IDE extension or standalone tool that developers can invoke on any project. License it as a premium feature for enterprise teams.
Offer codebase surveying as a consulting service for investors and companies acquiring software. Provide detailed architecture and complexity reports to inform decisions.
Build a web-based platform where users can upload or connect repositories, and the system runs automated surveys periodically to track architecture evolution and technical debt.
💬 Integration Tip
Integrate this skill into CI/CD pipelines or IDE plugins to automatically generate codebase summaries on demand, and pair it with Claude Code's file-searching abilities for efficient synthesis.
Scored May 10, 2026
Control desktop applications on Windows — launch, close, focus, resize, move windows, simulate keyboard/mouse input, manage processes, control VSCode, read clipboard, and capture screen info. Use when the user wants to interact with any running program, switch windows, type text, press shortcuts, open files in VSCode, manage running processes, or get system display information.
Conduct rigorous, adversarial code reviews with zero tolerance for mediocrity. Use when users ask to "critically review" my code or a PR, "critique my code", "find issues in my code", or "what's wrong with this code". Identifies security holes, lazy patterns, edge case failures, and bad practices across Python, R, JavaScript/TypeScript, SQL, and front-end code. Scrutinizes error handling, type safety, performance, accessibility, and code quality. Provides structured feedback with severity tiers (Blocking, Required, Suggestions) and specific, actionable recommendations.
Coding style memory that adapts to your preferences, conventions, and patterns for consistent coding.
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Claude Code integration for OpenClaw. This skill provides interfaces to: - Query Claude Code documentation from https://code.claude.com/docs - Manage subagents and coding tasks - Execute AI-assisted coding workflows - Access best practices and common workflows Use this skill when users want to: - Get help with coding tasks - Query Claude Code documentation - Manage AI-assisted development workflows - Execute complex programming tasks
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